Functional and Molecular Imaging Key Lab of Shaanxi Province, Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, 710038, Shaanxi, China.
Institute of Medical Research, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China.
Brain Imaging Behav. 2021 Apr;15(2):772-781. doi: 10.1007/s11682-020-00285-8.
Glycosylated hemoglobin A1c (HbA1c) has been considered as a key contributor to impaired cognition in type 2 diabetes mellitus (T2DM) brains. However, how does it affect the brain and whether the glucose controlling can slow down the process are still unknown. In the current study, T2DM patients with high glycosylated hemoglobin level (HGL) and controls with normal glycosylated hemoglobin level (NGL) were enrolled to investigate the relationships between HbA1c, brain imaging characteristics and cognitive function. First, a series of cognitive tests including California Verbal Learning Test (CVLT) were conducted. Then, the functional irregularity based on resting state functional magnetic resonance imaging data was evaluated via a new data-driven brain entropy (BEN) mapping analysis method. We found that the HGLs exhibited significantly increased BEN in the right precentral gyrus (PreCG.R), the right middle frontal gyrus (MFG.R), the triangular and opercular parts of the right inferior frontal gyrus (IFGtriang.R and IFGoperc.R). The strengths of the functional connections of PreCG.R with the brainstem/cerebellum were decreased. Partial correlation analysis showed that HbA1c had a strong positive correlation to regional BEN and negatively correlated with some CVLT scores. Negative correlations also existed between the BEN of PreCG.R/IFGoperc.R and some CVLT scores, suggesting the correspondence between higher HbA1c, increased BEN and decreased verbal memory function. This study demonstrated the potential of BEN in exploring the functional alterations affected by HbA1c and interpreting the verbal memory function decline. It will help understanding the neurophysiological mechanism of T2DM-induced cognitive decline and taking effective prevention or treatment measures.
糖化血红蛋白 A1c(HbA1c)一直被认为是 2 型糖尿病(T2DM)患者认知功能障碍的关键因素。然而,它如何影响大脑,以及血糖控制是否可以减缓这一过程,目前仍不清楚。在本研究中,我们招募了糖化血红蛋白水平较高(HGL)的 T2DM 患者和糖化血红蛋白水平正常(NGL)的对照组,以研究 HbA1c、脑影像学特征和认知功能之间的关系。首先,进行了一系列认知测试,包括加利福尼亚语言学习测试(CVLT)。然后,通过一种新的基于静息态功能磁共振成像数据的大脑熵(BEN)映射分析方法,评估基于功能的不规则性。我们发现 HGL 组右侧中央前回(PreCG.R)、右侧额中回(MFG.R)、右侧额下回三角部和眶部(IFGtriang.R 和 IFGoperc.R)的 BEN 显著增加。PreCG.R 与脑干/小脑的功能连接强度降低。偏相关分析表明,HbA1c 与区域 BEN 呈强正相关,与某些 CVLT 评分呈负相关。PreCG.R/IFGoperc.R 的 BEN 与某些 CVLT 评分之间也存在负相关,表明 HbA1c 升高、BEN 增加和言语记忆功能下降之间存在对应关系。本研究表明 BEN 具有探索 HbA1c 影响的功能改变和解释言语记忆功能下降的潜力。它将有助于理解 T2DM 引起的认知能力下降的神经生理机制,并采取有效的预防或治疗措施。